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title: FastLLM
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emoji: ⚡
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sdk: gradio
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sdk_version: 5.
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app_file: app.py
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pinned: false
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license: apache-2.0
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short_description: Text generation demo for devoppro/FastLLM (150M)
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#
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a ~150M parameter decoder-only causal LM (GQA, SwiGLU, RMSNorm, RoPE) trained from scratch.
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---
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title: FastLLM
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emoji: ⚡
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colorFrom: blue
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colorTo: purple
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sdk: gradio
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sdk_version: "5.38.0"
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python_version: "3.10"
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app_file: app.py
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pinned: false
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# ⚡ FastLLM
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Chat with FastLLM directly in your browser.
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FastLLM is a ~150M parameter decoder-only causal language model created by **devoppro**.
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## Model
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- Parameters: ~150M
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- Architecture: ModernLLMForCausalLM
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- Hidden size: 768
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- Layers: 12
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- Attention: GQA
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- Query heads: 12
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- KV heads: 4
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- MLP: SwiGLU
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- Normalization: RMSNorm
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- Position encoding: RoPE
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- Context length: 2048
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- Format: Safetensors
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## Model
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https://huggingface.co/devoppro/FastLLM
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## Runtime
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This Space uses Hugging Face Transformers with the model's custom architecture.
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No AirLLM or flash-attn is required.
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